A tool facilitating matching for any dataset discovery method. Also, an extensible experiment suite for state-of-the-art schema matching methods.
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Apr 27, 2026 - Python
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schema-matching
Here are 18 public repositories matching this topic...
A python tool using XGboost and sentence-transformers to perform schema matching task on tables.
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Mar 8, 2026 - Python
Match schema attributes of relational databases by value similarity. As a study assignment, this isn't well documented, but you can contact me for questions and I may even add docs, if I sense enough interest.
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Oct 18, 2019 - Python
Entity linking, entity typing and relation extraction: Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup
wikidata knowledge-graph wikibase ontology-matching schema-matching entity-linking relation-extraction entity-typing semantic-table-interpretation tabular-data-annotation
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Jun 9, 2025 - Python
Python client for the Serene Data Integration software
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Oct 29, 2022 - Python
Benchmark to evaluate schema matching approaches
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Nov 9, 2017 - Python
[Information System] SMUTF: Schema Matching Using Generative Tags and Hybrid Features
data-science feature-extraction lightgbm schema-matching data-cleaning hxl tag-generation lightgbm-models lightgbm-classifier t5-model llm data-cleaning-and-preprocessing hdxsm
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May 4, 2025 - Python
Valentine scalable deployment for VLDB demo
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Mar 4, 2026 - Python
Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching
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Mar 6, 2026 - Python
Master thesis - reproducing state-of-the-art schema matching algorithms
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Jul 6, 2023 - Python
Projects for the course Data Engineering held by professor Paolo Merialdo at Roma Tre University.
search-engine scraper record-linkage entity-resolution blocking embeddings data-engineering xpath data-extraction data-integration schema-matching semantic-search bert apache-lucene sentence-transformers llm llama3 all-minilm-v2 pairwise-matching
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Feb 18, 2025 - Python
Query classification (complexity, keywords, SQL type) + schema ranking for RAG systems. Uses DistilBERT for query analysis and Sentence-BERT for table/column relevance. Filters 500 tables in 7ms.
nlp sql database schema-matching bert text-to-sql rag machine-learning- distilbert bert-fine-tuning sentence-transformers query-classification
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Dec 9, 2025 - Python
CLI tool for inserting SELECT query results into ClickHouse with automatic schema matching and type-safe casting. Ideal for ETL pipelines and SQL-driven data flows.
python cli open-source sql database etl clickhouse devtools data-tools cast schema-matching insert etl-pipeline bulk-insert
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May 17, 2025 - Python
The Master Project of Aldi Doanta Kurnia - Master Computer Science student at the University of Twente.
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Nov 2, 2023 - Python
🌮 Table-based KB Completer
wikidata knowledge-graph schema-matching entity-linking entity-typing knowledge-base-completion web-table tabular-data-annotation
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Mar 13, 2024 - Python
Master thesis: Holistic Schema Matching at Scale
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Jun 14, 2022 - Python
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Apr 24, 2023 - Python
Deterministic key and join discovery for structured datasets
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Mar 25, 2026 - Python
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